Deriving Transition Probabilities

• Turn problem around...

• …given a desired p, what transition probabilities will yield this as a limiting distribution?

• Construct transition probabilities to satisfy detailed balance

• Many choices are possible

  • e.g.
  • try them out

Metropolis

Barker

Least efficient

Most efficient

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